The State of the Developer Nation report 14th Edition summarizes some of the key findings from the survey and provides a snapshot of today’s developer ecosystem. Underlying these findings is the importance of machine learning is in driving future trends. As the capabilities of machines and humans begin to converge, implications extend well beyond the developer community. To be well positioned for future technology shifts, it is important to understand where and how machine learning is influencing the direction of the software industry.